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  https://github.com/vllm-project/llm-compressor/pull/185
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  ```python
 
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+ ## Evaluation
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+
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+ ```
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+ lm_eval --model vllm-vlm --model_args pretrained=llava-hf/llava-1.5-7b-hf --tasks mmmu_val
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+ | Groups |Version|Filter|n-shot|Metric| |Value | |Stderr|
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+ |--------------------------------|------:|------|------|------|---|-----:|---|-----:|
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+ |mmmu_val | 0|none | |acc |↑ |0.2433|± |0.0141|
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+ | - Art and Design | 0|none | |acc |↑ |0.2250|± |0.0384|
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+ | - Business | 0|none | |acc |↑ |0.2600|± |0.0358|
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+ | - Health and Medicine | 0|none | |acc |↑ |0.3067|± |0.0377|
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+ | - Humanities and Social Science| 0|none | |acc |↑ |0.2667|± |0.0403|
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+ | - Science | 0|none | |acc |↑ |0.1667|± |0.0308|
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+ | - Tech and Engineering | 0|none | |acc |↑ |0.2381|± |0.0284|
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+
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+
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+ lm_eval --model vllm-vlm --model_args pretrained=mgoin/llava-1.5-7b-hf-FP8-Dynamic --tasks mmmu_val
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+ | Groups |Version|Filter|n-shot|Metric| |Value | |Stderr|
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+ |--------------------------------|------:|------|------|------|---|-----:|---|-----:|
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+ |mmmu_val | 0|none | |acc |↑ |0.2433|± |0.0141|
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+ | - Art and Design | 0|none | |acc |↑ |0.2250|± |0.0384|
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+ | - Business | 0|none | |acc |↑ |0.2600|± |0.0358|
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+ | - Health and Medicine | 0|none | |acc |↑ |0.3067|± |0.0377|
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+ | - Humanities and Social Science| 0|none | |acc |↑ |0.2667|± |0.0403|
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+ | - Science | 0|none | |acc |↑ |0.1667|± |0.0308|
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+ | - Tech and Engineering | 0|none | |acc |↑ |0.2381|± |0.0284|
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+ ```
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+
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+ ## Creation
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  https://github.com/vllm-project/llm-compressor/pull/185
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  ```python